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《Earth and Environment》 2015-04
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Image Fusion of Spaceborne SAR Data and Multi Spectral Data for Mountainous Plateau:A Case Study on Bijie City,Guizhou Province,China

XU Jing;AN Yulun;LIU Suihua;WU Song;School of Geographic and Environmental Science,Guizhou Normal University;Guizhou Mountain Resources and Environmental Remote Sensing Application Laboratory;  
According to the characteristics of climate and terrain of the plateau area in Guizhou Province,China,application of space borne radar data in such a plateau area based on the advantage of radar data was discussed in this paper to promote the application of radar data in Guizhou Province.By using Band 4,3,and 2of TM image data and SAR data,effect of image fusion by the parameters including standard deviation,information entropy,correlation coefficient were studied.Results show that several methods of image fusion enhance the spectral information of multi spectral images,but also increase the texture information of radar data in different extents.The PCA transformation can best maintain multi spectral characteristics of TM data,especially for vegetation information.The HSV transformation retains the texture information as well as SAR data,and it will help to identify settlements,buildings and other targets.The GS transformation improves the recognition of images but reduces the overall degree of clarity.The Brovey transformation images have the worse effect with larger image distortion.
【Fund】: 国家自然科学基金项目(41161002);; 贵州省省长基金项目(黔省专合字(2011)46号);; 贵州省科学技术基金(黔科合J字[2014]2127)
【CateGory Index】: TN957.52
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Chinese Journal Full-text Database 10 Hits
1 WANG Jun1,2,ZHU Bao-shan1,ZHU Shu-long1,JIN Ke-yu2,TANG Zhi-qiang3(1.Surveying and Mapping College of PLA Information Engineering University,Zhengzhou 450052,China;2.69027 Troops,Urumqi 831400,China;3.96633 Troops,Beijing 100096,China);A Stitching Line Detection Algorithm of Remote Sensing Image Based on Correlation Coefficient[J];Geomatics & Spatial Information Technology;2011-03
2 LIU Lijuan,FAN Wenyi (School of Forestry,Northeast Forestry University,Harbin 150040,China);Method of Fused Image Based on IHS and Wavelet Transform and Realization in MATLAB[J];Geo-Information Science;2008-05
3 WANG Cheng-qiang , HU Shao-wei , ZHOU Hui (Department of Materials and Structural Engineering, Nanjing Hydraulic Research Institute, Nanjing 210024, China);APPLICATION AND DEVELOPMENT OF GEOLOGIC RADAR IN ENVIRONMENTAL ENGINEERING[J];Geology-geochemistry;2005-01
4 DENG Hui, JU Neng-pan, XIANG Xi-qiong (National Laboratory of Geohazards Prevention and Environmental Protection, Chengdu University of Technology, Chengdu 610059, China; Key Laboratory of Karst Environment and Geohazard Prevention (Guizhou University), Ministry of Education, Guiyang 550003, China);APPLICATION OF FINE RESOLUTION SATELLITE REMOTE SENSING IMAGES IN BAIYI'AN LANDSLIDE RESEARCH[J];Geology-geochemistry;2005-04
5 Chen Caifen Shu Ning (Wuhan Technical University of Surveying and Mapping, 430079);THE FUSION APPROACHES FOR SAR AND TM IMAGES[J];REMOTE SENSING FOR LAND & RESOURCES;1999-04
6 Wang Haihui Peng Jiaxiong Wu Wei Li Feng(State Key Laboratory for Image Processing and Intelligent Control,Institute for Pattern Recognition and Artificial Intelligence,Huazhong University of Science&Technology,Wuhan430074);A Study of Evaluation Methods on Performance of the Multi-Source Remote Sensing Image Fusion[J];Computer Engineering and Applications;2003-25
7 Li Lin;She Mengyuan;Luo Heng;School of Resource and Environmental Science, Wuhan University;;Comparison on fusion algorithms of ZY-3 panchromatic and multi-spectral images[J];Transactions of the Chinese Society of Agricultural Engineering;2014-16
8 CHEN Erxue1,2 LI Zengyuan1,2 TIAN Xin1,2 LING Feilong1,2(1 Institute of Forest Resources Information Technique,Chinese Academy of Forestry,1 Dongxiaofu,Beijing 100091,China)(2 Key Laboratory for Forest Remote Sensing and Information Techniques of State Forestry Administration,1 Dongxiaofu,Beijing 100091,China);Terrain Radiometric Correction Model and Its Validation for Space-Borne SAR Data[J];Geomatics and Information Science of Wuhan University;2010-03
9 LI Xin-liang,ZHAO Shu-he,KE Chang-qing,GUAN Kai-yu(Department of Geographical Information Science Nanjing University,Nanjing 210093,China);The Study of Methods of Quantitative Evaluation on Remote Sensing Image Fusion and Actualization[J];Remote Sensing Technology and Application;2007-03
10 XU Xin\ LIAO Ming_sheng\ PU Fang_ling (Wuhan Technical University of Surveying and Mapping, Wuhan\ 430079, China);An Adaptive Method for Speckle Filtering of SAR Image Based on Local Relative Standard Deviation[J];JOURNAL OF REMOTE SENSING;2000-03
Chinese Journal Full-text Database 10 Hits
1 CAI Wei1,2,GUO Hong-hai2,SUI Xue-yan2,YANG Li-ping2(1.College of Population Resources and Environment,Shandong Normal University,Jinan 250014,China;2.Shandong Institute of Agriculture Sustainable Development,Jinan 250100,China);Technology and Method Study for Extracting Wheat Planting Area Based on Mixed-pixel Decomposition[J];Shandong Agricultural Sciences;2009-05
2 JIA Qi-guo;Pixel-level Image Fusion Based on Wavelet Transform[J];Journal of Anhui Vocational & Technical College;2008-01
3 Zhang Lina(Shengyang Environmental Monitoring Center,Shenyang 110016,China);Review on Spatial Analysis of Surface Soil Organic Matter Using Remote Sensing Technique[J];Anhui Agricultural Science Bulletin;2010-17
4 Xing Weiguang(Tianjin Institute of Geotechnical Investigation & Surveying,Tianjin 300191,China);Advances in Estimating of the Evapotranspiration based on Remote Sensing Method[J];Anhui Agricultural Science Bulletin;2012-11
5 HUANG Shu-chun et al(Graduate School,China Geosciense University,Wuhan,Hubei 430074);Study on the Extraction Information of Urban Greenery Features Based on Quick Bird Image[J];Journal of Anhui Agricultural Sciences;2007-02
6 SHEN Hai-jian et al(Surveying and Mapping Research Bureau of Hunan Province,Changsha,Hunan 410007);Effects of Land Use Change on Ecosystem Services Value Based on RS and GIS Technology[J];Journal of Anhui Agricultural Sciences;2008-11
7 LI Jing-zhong et al(Department of Urban and Resource Sciences,Northwest University,Xi′an,Shaanxi 710069);Land Surface Temperature Retrieval Based on TM Remote Sensing Image in Lanzhou[J];Journal of Anhui Agricultural Sciences;2008-18
8 HUANG Qiong-yao et al (Institute of Karst Geology,Chinese Academy of Geological Sciences,Academy of Karst Resource and Environment Investigation,Guilin,Guangxi 541004);Analysis on the Vegetation Change in Shiqihe River Basin Based on RS Technology[J];Journal of Anhui Agricultural Sciences;2008-19
9 LI Hai-liang et al(College of Geography and Environment Science,Northwest Normal University,Lanzhou,Gansu 730070);Study on the Spatial-seasonal Change of NDVI in Shiyang River Basin[J];Journal of Anhui Agricultural Sciences;2008-23
10 HOU Jiang-tao et al(Department of Tourism and Geographic Science,Xiangfan University,Xiangfan,Hubei 441053);Study on Affiliated Data Construction of Polygon Data under Current Land Use Situation Based on MAPGIS[J];Journal of Anhui Agricultural Sciences;2008-26
China Proceedings of conference Full-text Database 10 Hits
1 Xu Junqiang~1,Bai Chaojun~1 Sun Ke~2,Wang Mingchang~3 (1.Henan Institute of Geological Survey,Zhengzhou,450001;2.China Resources Satellite Centre, Beijing,100094;3.College of Geo-exploration of Science and Technology, Jilin University,Changchun,130026);Land Surface Temperature Retrieval Based on Temperature and Emissivity Separation Algorithm[A];[C];2009
2 FU Xin1,2,LIU Gaohuan1,HUANG Chong1,LIU Qingsheng1(1.State Key Laboratory of Resources and Environmental Information System,Institute of Geographic Sciences and Natural Resources Research,CAS,Beijing 100101,China;2.Graduate University of Chinese Academy of Sciences,Beijing 100049,China);Analysis of Ecological Characteristics of Coastal Zone in Yellow River Delta under Dam Disturbance[A];[C];2011
3 Yan QIN,Ruru DENG,Jing WANG Department of Remote Sensing and GIS Engineering,School of Geography and Planning, Sun Yatsen University,Guangzhou,510275.;Monitoring Water Quality of Reservoirs in Pearl River Delta Region by Remote Sensing—A Case Study on Meizhou Reservoir and Liuxihe Reservoir[A];[C];2009
4 Shen Jie,Hu Xuelong (School of Information Engineeing,Yangzhou University,Yangzhou 225009);Multiresolution Image Fusion Based on Region Segmentation and Wavelet Transform[A];[C];2009
5 YE Qiu-guo,LI Hai-bin,XIN Xian-hui,JIANG Hong-yan (Naval Institute of Hydrographic Surverying and Charting,Tianjin,300061);Study on Fuison Algorithms of Multi-sensors Remote Sensing Images[A];[C];2009
6 1.Lv JingGuo. School of Geography, BeijingNormalUniversity,State key Laboratory of Remote Sensing Science, Beijing,100875,china 2.Zhang Xiaoyong.Institute of Geographic Sciences and Natural Resources Research,CAS,Beijing,100101,china 3.Zhang Lixin. School of Geography, BeijingNormalUniversity,State key Laboratory of Remote Sensing Science, Beijing,100875,china 4.Chen zhengchao.Center for Earth Observation and DigitalEarthChineseAcademy of Sciences,Beijing,100190,china;TO STUDY THE RELATIONSHIP OF MICROWAVE VEGETATION PENETRATION INDEX MVI AND OPTICAL VEGETATION INDEX NDVI[A];[C];2009
7 Yu Haiyang1, Gan Fuping2, Wu Fadong, Li Shuangcheng (1 Key Laboratory of Mine Spatial Information Technologies(Henan Polytechnic University, Henan Bureau of Surveying and Mapping), State Bureau of Surveying and Mapping,Jiaozuo, 454000 2. Henan Polytechnic University School of Surveying and Land Information Engineering, Jiaozuo 454000; 3. China Aero Geophysical Survey &Remote Sensing Center for Land & Resources, Beijing 100083);A Method of Runway Detection Based on Band-pass Filter[A];[C];2009
8 LI Hong- jie,DAI Fu- chu,XU Ling,LI Wei- chao,YAO Xin (Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China);THE ASSESSM ENT OF FUSED IMAGEOF ETM~+ AND SPOT 5 PAN IN THE INVESTIGATION OF GEOLOGICAL HAZARDS[A];[C];2009
9 XU Ling,DAI Fu-chu,CHEN Jian (Institute of Geology and Geophysics,Chinese Academy of Sciences,Beijing 100029,China);Application of ETM+and SPOT-5 Pan Fused Images in Detection of Geohazards[A];[C];2009
10 MA Huibin SHI Ruiying Mou Xiaofeng (College of Information and Electronic Technology,Jiamusi University,Jiamusi 154007,China);Algorithm for image fusion in MRI-PET based on support vector machine[A];[C];2008
【Secondary Citations】
Chinese Journal Full-text Database 10 Hits
1 YANG Chang-bao~1,DING Ji-hong~21.College of GeoExploration Science and Technology,Jilin University,Changchun 130026,China2.Center of Computer Commonality Teaching,Jilin University,Changchun 130026,China;Study of Object-Oriented Based Remote Sensing Image Classification[J];Journal of Jilin University(Earth Science Edition);2006-04
2 LIU Zhe~1,HAO Chong-yang~1,FENG Wei~2,LIU Xiao-xiang~1,FAN Yang-yu~1 (1.Department of Electronic Engineering, Northwestern Polytechnic University, Xi'an 710072, China; 2. Department of Computer Science, Northwestern Polytechnic University, Xi'an 710072, China);A Remotely Sensed Image Fusion Method Based on Wavelet Coefficient Features[J];Acta Geodaetica Et Cartographic Sinica;2004-01
3 DOU Wen1, CHEN Yun-hao2, HE Hui-ming2Transportation College, Southeast University, Nanjing 210096, China; 2. College of Resources Science, Beijing Normal University, Beijing 100875, China;Theoretical Framework of Optical Remotely Sensed Image Fusion[J];Acta Geodaetica et Cartographica Sinica;2009-02
4 ZHANG Ying 1,2,HE Binbin 1,2,LI Xiaowen 1,21.Institute of Geo-Spatial Information Science and Technology,UESTC,Chengdu 610054,China;2.Southwest Center of Application of Beijing-1 Microsatellite Data,Chengdu 610054,China;Remote Sensing Image Fusion of Beijing-1 DMC+4 Microsatellite Based on MTF Filter[J];Acta Geodaetica et Cartographica Sinica;2009-03
5 LIU Jun1,SHAO Zhenfeng21.The School of Remote Sensing of Information and Engineering,Wuhan University,Wuhan 430079,China;2.State key Laboratory for Information Engineering in Surveying,Mapping and Remote Sensing,Wuhan University,Wuhan 430079,China;Remote Sensing Image Fusion Using Multi-scale Spectrum Gain Modulation[J];Acta Geodaetica et Cartographica Sinica;2011-04
6 HE Gui-qing, HAO Chong-yang (Institute of Electronic Information Engineering of Northwestern Polytechnical University, Xi'an 710072, China);A New Remotely Sensed Image Fusion Method between SAR Image and TM Image Based on Wavelet Transform[J];Journal of Projectiles.Rockets.Missiles and Guidance;2005-02
7 Wang Jianguo;Yang Jinhao;Hu ng Shunji(Dept of Applied Math ,Depe of Electronic Eng,UEST of China Chengdu 610054);A New Speckle Filtering Algorithm for SAR Images[J];;1995-05
8 YUAN Jinguo, WANG Wei College of Resource and Environmental Sciences, Hebei Normal University, Shijiazhuang 050016, China;Research on Multi-source Remote Sensing Information Fusion Application[J];Geo-information Science;2005-03
9 HU Zifu, ZENG Zhiyuan, ZHANG Zhenlong, WANG Wenji (Institute of Geography Science, Nanjing Normal University, Nanjing 210097, China);Fusion of Multispectral Bands and Panchromatic Band of ETM Images Based on the Combination of Wavelet Transformation and IHS Transformation[J];Geo-information Science;2005-04
10 WANG Jun - ru, LU Ji - dongDepartment of Environment and Engineering, Shijiazhuang Economic College, Shijiazhuang 05003l;THE APPLICATION OF GEO - RADAR TECHNIQUE IN ENVIRONMENTAL GEOLOGIC CALAMITY SURVEY[J];Geology and Prospecting;2002-03
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